Relevance feedback learning with feature selection in region-based image retrieval

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn II, Issue , 2005, Pages

  Jiang, Wei ^a   Er, Guihua ^a   Dai, Qionghai ^a   Zhong, Lian ^b   Hou, Yao ^b  

^a TSINGHUA UNIVERSITY   (China)

^b Development and Reform Bureau   (China)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; FEEDBACK; FUZZY SETS; INFORMATION RETRIEVAL; LEARNING SYSTEMS; MATHEMATICAL MODELS;

FEEDBACK MECHANISM; FUZZY CODE-BOOK; IMAGE REPRESENTATION;

IMAGE RETRIEVAL;

EID: 33646812925     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1415453     Document Type: Conference Paper

References (11)

1. C. Carson, et al., "Blobworld: A system for region-based image indexing and retrieval," Proc. of Int. Conf. Visual Information System, pp.509-516, 1999.
2. Y.X. Chen, J.Z. Wang, "A region-based fuzzy feature matching approach for content-based image retrieval," IEEE Trans. on PAMI, 24(9): 1252-1267, 2002
3. Y. Deng, et al., "Color image segmentation," Proc. of IEEE Int. Conf. CVPR, vol.2, pp.446-451, 1999.
4. J. Friedman, et al., "Additive logistic regression: a statistical view of boosting," The Annals of Statistic, 38(2): 337-374, 2000.
5. F. Jing, et al., "An effective and efficient region-based image retrieval framework," IEEE Trans. on Image Processing, 13(5): 699-709, 2004.
6. M.H.C. Law, et al., "Simultaneous feature selection and clustering using mixture models," IEEE Trans. on PAMI, 26(9): 1154-1166, 2004.
7. Y. Rui. et al, "Relevance feedback: A powerful tool in interactive content-based image retrieval," IEEE Trans. on CSVT, 8(5): 644-655, 1998.
8. S. Santini, R. Jain, "Similarity measures," IEEE Trans. on PAMI, 21(9), pp. 871-883, 1999.
9. A.W.M. Smeulders, et al., "Content-based image retrieval at the end of the ealy years", IEEE Trans. PAMI, 22(12): 1349-1380, 2002.
10. A. Tvesky, "Feature of similarity," Psychological review, 84(4), pp. 327-352, 1977.
11. K. Tieu, P. Viola, "Boosting image retrieval," Proc. of IEEE Int. Conf. CVPR, pp.228-235, 2000.